DEVELOPMENT... OpenML
Run
143691

Run 143691

Task 35 (Supervised Classification) dermatology Uploaded 31-01-2015 by Felicia West
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Flow

weka.A2DE(2)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(2)_F1
weka.A2DE(2)_M1.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9994
Per class
F measure
0.9782
Per class
Kappa
0.9726
KB relative information score
355.9861
Mean absolute error
0.0093
Mean prior absolute error
0.2664
Number of instances
366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.979
Per class
Predictive accuracy
0.9781
Prior entropy
2.4378
Recall
0.9781
Per class
Relative absolute error
0.0347
Root mean prior squared error
0.3649
Root mean squared error
0.0705
Root relative squared error
0.1931
SciMark benchmark
915.2795
UserCPU time millis
560
UserCPU time millis testing
440
UserCPU time millis training
120